Geo quick facts: Osage County is a county in the central part of the U.S. state of Missouri. As of the 2010 census, the population was 13,878. Its county seat is Linn. The county was organized January 29, 1841, and named from the Osage River. Osage County is part of the Jefferson City, MO Metropolitan Statistical Area – Wikipedia.